Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "17" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 80 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 76 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.00% | 0.800096 | -0.109675 | -0.267532 | 0.417195 | -1.112345 | -0.673282 | 0.265094 | 0.473339 | 0.7315 | 0.7234 | 0.2359 | 3.447220 | 3.319505 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 2.15% | 0.303978 | 0.421876 | -0.272386 | 0.521917 | -0.302168 | -0.147533 | 0.897075 | 0.150595 | 0.6582 | 0.6443 | 0.2025 | 2.651242 | 2.459864 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.240991 | -0.755102 | -0.051394 | -0.557854 | 0.889589 | -0.613025 | 1.928056 | -0.002213 | 0.0289 | 0.0295 | 0.0004 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 14.59% | 0.873659 | 0.613138 | -0.108965 | 0.001047 | 0.773172 | -0.320043 | 0.991096 | -0.424698 | 0.5360 | 0.5499 | 0.2999 | 2.100561 | 2.003716 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 0.651164 | 0.693991 | -0.446972 | 0.173212 | 0.401606 | -0.346024 | 0.773260 | -0.273668 | 0.5406 | 0.5496 | 0.2957 | 2.022741 | 1.854888 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.150221 | 0.399166 | -0.633404 | -0.036107 | 0.798414 | -0.035481 | 0.446167 | 0.050838 | 0.6196 | 0.6078 | 0.2312 | 1.950422 | 1.880690 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.574826 | 0.725330 | -0.363050 | 0.009421 | -0.290193 | 0.729190 | 0.858088 | 0.768532 | 0.7264 | 0.6976 | 0.1928 | 3.900116 | 3.218194 |
| 2459587 | digital_ok | 0.00% | - | - | - | 3.50% | 0.70% | 0.677162 | 0.834220 | 0.836212 | 0.501041 | -0.492927 | -0.873167 | 0.235998 | -0.199763 | nan | nan | nan | 1.183774 | 1.173466 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.16% | 3.24% | -0.424341 | -0.725196 | -0.491353 | -0.834017 | -0.279557 | -0.166590 | 0.935710 | -0.057913 | 0.5440 | 0.5567 | 0.2874 | 1.979612 | 1.837169 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.299097 | -1.053766 | 0.558304 | -0.971645 | 1.829030 | -0.686374 | 2.209018 | 0.511458 | 0.0303 | 0.0311 | 0.0005 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 28.21% | 25.81% | 0.00% | 100.00% | 0.00% | 1.051952 | 1.119942 | -0.702568 | -0.823290 | 1.521110 | 0.365305 | 8.353336 | 6.914101 | 0.4821 | 0.4927 | 0.2920 | 10.429561 | 8.043527 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | -0.046409 | 0.318033 | 0.202489 | 0.076335 | -0.778587 | -0.518318 | 1.342558 | 0.081090 | 0.5284 | 0.5362 | 0.3116 | 1.644547 | 1.618059 |
| 2459582 | digital_ok | 0.00% | 1.62% | 2.70% | 0.00% | 8.65% | 0.00% | 0.118787 | -0.002894 | -0.018478 | 0.159948 | -0.376814 | -0.006147 | 1.086648 | 0.077825 | 0.5231 | 0.5326 | 0.3187 | 1.799986 | 1.675673 |
| 2459581 | digital_ok | 0.00% | 0.00% | 1.08% | 0.00% | 4.32% | 0.54% | 0.254285 | 0.484287 | 0.167034 | -0.323195 | -0.706630 | -0.455614 | -0.001004 | -0.106649 | 0.5349 | 0.5430 | 0.3180 | 1.843374 | 1.716514 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.212828 | 0.105222 | -0.270352 | -0.184540 | -0.387687 | -0.614065 | 3.073361 | 0.548777 | 0.5455 | 0.5579 | 0.3116 | 2.021688 | 1.811085 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -0.004664 | 0.205605 | 0.057954 | 0.363477 | -0.584635 | -0.401218 | 2.269667 | 1.462717 | 0.5428 | 0.5556 | 0.3140 | 1.876949 | 1.746815 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.635816 | 0.029142 | -0.548690 | -0.699997 | 2.999760 | 1.546354 | 1.242732 | 0.160285 | 0.0309 | 0.0312 | 0.0007 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.54% | 0.571290 | 0.712497 | -0.049098 | -0.228895 | 0.462150 | -0.015211 | 1.285798 | 0.547202 | 0.5467 | 0.5591 | 0.3100 | 1.928636 | 1.798660 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.384373 | 0.790823 | -0.082879 | -0.009056 | 0.042017 | -0.515789 | 0.086600 | 0.195153 | 0.0552 | 0.0535 | 0.0048 | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.406705 | 0.771065 | -0.075263 | 0.012761 | -0.107448 | -0.274561 | 1.723693 | 0.915303 | 0.0758 | 0.0792 | 0.0113 | 1.167684 | 1.165229 |
| 2459573 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.315563 | 0.372681 | 0.291019 | 0.019669 | 0.109140 | -0.636658 | 2.767169 | 2.011800 | 0.0767 | 0.0798 | 0.0148 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.050826 | 0.169626 | 0.048121 | 0.074826 | -0.510573 | -0.277376 | 0.176571 | 0.057188 | 0.0567 | 0.0533 | 0.0045 | 1.106267 | 1.107858 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.357070 | 0.042512 | -0.780198 | -0.753349 | 0.091347 | 0.144971 | 1.091525 | 0.040984 | 0.0295 | 0.0305 | 0.0008 | nan | nan |
| 2459570 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.669609 | -1.174368 | -0.715806 | -1.508877 | -0.461536 | -1.052548 | 0.942409 | 0.027856 | 0.0572 | 0.0541 | 0.0070 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.476518 | 0.263440 | 0.135368 | -0.000509 | -0.315543 | -0.261160 | 0.345857 | -0.003594 | 0.0773 | 0.0768 | 0.0066 | 1.188246 | 1.189184 |
| 2459566 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.364323 | 0.320351 | 0.332800 | 0.086129 | -0.299355 | -0.276866 | 2.986648 | 1.873171 | 0.0737 | 0.0789 | 0.0135 | 0.821016 | 0.817974 |
| 2459565 | digital_ok | 0.00% | - | - | - | 73.33% | 0.00% | 0.070714 | 0.070714 | 0.026519 | 0.026519 | 0.526814 | 0.526814 | 0.051858 | 0.051858 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.517351 | 0.547691 | 0.315080 | 0.273043 | 0.228382 | -0.039013 | 1.667460 | 1.579588 | 0.7035 | 0.7077 | 0.3902 | 1.898102 | 1.690940 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.467249 | 0.268587 | 0.255313 | -0.017453 | 0.754314 | 0.455556 | 0.422233 | 0.005114 | 0.6974 | 0.7060 | 0.3808 | 1.784081 | 1.578151 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 13.98% | 0.00% | -0.257812 | 0.250201 | -0.141861 | -0.066929 | 0.280599 | -0.079736 | 1.466462 | 0.850604 | 0.6995 | 0.7027 | 0.3874 | 1.644192 | 1.538312 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0295 | 0.0310 | 0.0005 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.322446 | 0.357859 | 0.108227 | 0.168848 | 0.120600 | -0.700522 | 0.257158 | 0.374887 | 0.7019 | 0.7069 | 0.3848 | 1.651716 | 1.603605 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6936 | 0.6958 | 0.4076 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7015 | 0.7040 | 0.3934 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.221994 | 4.189992 | -0.020135 | -0.256521 | 5.318389 | 13.619786 | -0.163786 | -0.218816 | 0.7039 | 0.7013 | 0.3857 | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.218232 | 0.122853 | 0.196505 | -0.066972 | 0.310600 | 0.337315 | 1.039133 | 1.241210 | 0.6934 | 0.7013 | 0.3849 | 1.882656 | 1.642792 |
| 2459550 | digital_ok | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0310 | 0.0305 | 0.0003 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.409113 | 0.192999 | 0.008345 | -0.493757 | -0.494886 | -0.713984 | 0.980218 | 1.309965 | 0.6933 | 0.7013 | 0.3964 | 1.953424 | 1.719195 |
| 2459542 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.791527 | 0.558994 | 1.223028 | -0.285790 | -0.634988 | -0.670209 | 0.710388 | 0.033869 | 0.7421 | 0.7504 | 0.3476 | 3.847561 | 3.400409 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | 5.780286 | 0.863172 | -0.409045 | -0.614021 | -0.251497 | 0.815907 | -0.006085 | -0.078816 | 0.7386 | 0.7411 | 0.3201 | 5.791330 | 5.078246 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -0.433160 | 0.635075 | 0.197468 | 0.015853 | 0.160376 | -0.556205 | 0.548954 | 0.321109 | 0.7476 | 0.7357 | 0.3545 | 1.495633 | 1.426810 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | 0.024956 | 0.661619 | 0.507385 | -0.714768 | 0.700311 | 0.456929 | -0.425834 | -1.180154 | 0.7307 | 0.7342 | 0.4134 | 2.046609 | 1.773187 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.358278 | 0.237408 | 0.401237 | 0.015518 | -0.209668 | -0.528354 | 1.587530 | 0.817868 | 0.7766 | 0.7566 | 0.3642 | 1.872809 | 1.630589 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.439355 | 0.185406 | 0.488021 | -0.035829 | 0.089040 | -0.816682 | 2.563835 | 1.229115 | 0.7713 | 0.7575 | 0.3533 | 1.785189 | 1.634198 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 3.26% | 0.068436 | 0.682455 | 0.116710 | -0.571523 | 1.051413 | -0.625710 | 2.780759 | 0.996423 | 0.7166 | 0.7147 | 0.4020 | 1.886377 | 1.617776 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 1.67% | -0.238558 | 0.621998 | 0.364532 | -0.065755 | 0.539116 | -0.970650 | 1.187403 | 0.047473 | 0.7174 | 0.7117 | 0.4039 | 1.934825 | 1.672022 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -0.461395 | 0.448056 | 0.262666 | 0.012336 | 0.691970 | 0.450436 | 0.965221 | 0.666445 | 0.7375 | 0.7300 | 0.3984 | 1.902674 | 1.718662 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.114615 | 0.052856 | 0.737493 | -0.304817 | 0.868768 | -0.066869 | 1.230329 | 0.231343 | 0.8945 | 0.9258 | 0.3290 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 22.45% | 2.04% | 0.210146 | 0.991247 | 0.528402 | -0.482698 | -0.065192 | -0.649870 | 1.738096 | 0.935954 | nan | nan | nan | 2.800819 | 2.117070 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.225819 | 1.538368 | -0.063772 | -0.213349 | -0.322085 | 4.193943 | 3.366201 | 3.022861 | 0.6806 | 0.6331 | 0.3781 | 5.833470 | 6.469766 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.254281 | 0.142931 | -0.522666 | -0.723976 | 0.809347 | 1.482388 | -0.379956 | -0.099489 | 0.0310 | 0.0350 | 0.0006 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -0.631367 | -0.359431 | 0.509666 | -0.217544 | -0.178556 | -0.472475 | 0.670200 | -0.423592 | 0.8993 | 0.9259 | 0.2099 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -0.363106 | 0.447693 | -0.260551 | 0.032342 | 0.989613 | 0.028622 | 0.925434 | 0.384637 | 0.8892 | 0.8537 | 0.1987 | 5.476119 | 3.823374 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.063599 | -0.108376 | 0.144201 | -0.332564 | -0.358505 | -0.017830 | 5.897933 | 1.975658 | 0.8454 | 0.8354 | 0.4892 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.356223 | 0.360763 | -0.806964 | -0.760178 | 1.545142 | -0.789065 | 15.677505 | 4.405592 | 0.1093 | 0.0956 | 0.0118 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.190633 | -0.088834 | 0.047460 | -0.861066 | 0.252826 | -0.913241 | 1.045847 | 0.097187 | 0.0956 | 0.0996 | 0.0100 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.136621 | -0.055086 | 0.558005 | -0.522803 | 0.617845 | -0.790797 | 3.100664 | 0.903593 | 0.0764 | 0.1070 | 0.0059 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.450208 | 0.175750 | 1.625179 | -0.794814 | 7.166414 | -0.769544 | 36.925502 | 2.633739 | 0.0583 | 0.0889 | 0.0099 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.689838 | 0.358742 | -0.080815 | -0.804604 | -0.691004 | -0.973824 | 7.665448 | 2.958385 | 0.0952 | 0.0898 | 0.0122 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.962984 | 0.320284 | 0.715228 | -0.440918 | 0.083722 | -1.021859 | 7.178628 | 1.916696 | 0.1116 | 0.1142 | 0.0156 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.202888 | 0.188195 | 0.671364 | -0.522759 | 0.045094 | -0.868899 | 7.846367 | 3.638013 | 0.0997 | 0.0966 | 0.0131 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.413903 | 0.151708 | 0.794461 | -0.427229 | 0.349302 | -0.961015 | 12.928318 | 5.333709 | 0.1045 | 0.1074 | 0.0143 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 0.486633 | 1.697221 | -1.343002 | -1.458597 | -0.059178 | -0.160993 | 1.721006 | 3.197599 | 0.7521 | 0.7992 | 0.3400 | 0.400981 | 0.330588 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 0.584939 | 1.056650 | -1.306406 | -1.387168 | 0.084777 | -0.439669 | -0.382643 | -0.538896 | 0.7972 | 0.8162 | 0.2632 | 0.998837 | 0.863418 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 0.244415 | 1.512015 | -1.892379 | -1.823899 | 0.248056 | -0.311878 | -0.785117 | -0.293066 | 0.7402 | 0.7943 | 0.3752 | 2.123531 | 1.955276 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 0.535450 | 1.595246 | -1.448303 | -1.540173 | 0.054387 | -0.118773 | -0.411304 | -0.387537 | 0.7640 | 0.8043 | 0.3108 | 2.116398 | 1.819935 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 0.00% | 0.644619 | 1.510703 | -0.817191 | -1.136898 | -0.090609 | 0.041255 | -0.220509 | -0.536907 | 0.7648 | 0.8063 | 0.3568 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Power | inf | 674.964820 | 895.127176 | inf | inf | 20118.967380 | -18610.574855 | 20080.973735 | -18319.163809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.322226 | 0.132607 | 0.127776 | 0.048897 | -0.324489 | -0.584176 | 0.242887 | 0.060621 | 0.322226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Power | inf | 316.729865 | 324.556418 | inf | inf | 31.765002 | 46.228991 | 167.167983 | 678.905377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.187598 | 0.376368 | 0.343007 | 0.671313 | 0.198484 | -0.032962 | 0.425905 | 0.957285 | 1.187598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.795713 | 0.212193 | 0.048941 | 0.515944 | -0.048911 | -0.100357 | -0.440892 | 0.397761 | 1.795713 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 1.175553 | 1.175553 | 0.143847 | 0.550683 | -0.262491 | 0.145679 | -0.063021 | 1.120273 | 0.790829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | 0.800096 | 0.800096 | -0.109675 | -0.267532 | 0.417195 | -1.112345 | -0.673282 | 0.265094 | 0.473339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.897075 | 0.303978 | 0.421876 | -0.272386 | 0.521917 | -0.302168 | -0.147533 | 0.897075 | 0.150595 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.928056 | -0.755102 | 0.240991 | -0.557854 | -0.051394 | -0.613025 | 0.889589 | -0.002213 | 1.928056 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.991096 | 0.613138 | 0.873659 | 0.001047 | -0.108965 | -0.320043 | 0.773172 | -0.424698 | 0.991096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.773260 | 0.651164 | 0.693991 | -0.446972 | 0.173212 | 0.401606 | -0.346024 | 0.773260 | -0.273668 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Variability | 0.798414 | 0.399166 | 0.150221 | -0.036107 | -0.633404 | -0.035481 | 0.798414 | 0.050838 | 0.446167 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.858088 | 0.574826 | 0.725330 | -0.363050 | 0.009421 | -0.290193 | 0.729190 | 0.858088 | 0.768532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Power | 0.836212 | 0.834220 | 0.677162 | 0.501041 | 0.836212 | -0.873167 | -0.492927 | -0.199763 | 0.235998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.935710 | -0.424341 | -0.725196 | -0.491353 | -0.834017 | -0.279557 | -0.166590 | 0.935710 | -0.057913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.209018 | 0.299097 | -1.053766 | 0.558304 | -0.971645 | 1.829030 | -0.686374 | 2.209018 | 0.511458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 8.353336 | 1.051952 | 1.119942 | -0.702568 | -0.823290 | 1.521110 | 0.365305 | 8.353336 | 6.914101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.342558 | -0.046409 | 0.318033 | 0.202489 | 0.076335 | -0.778587 | -0.518318 | 1.342558 | 0.081090 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.086648 | -0.002894 | 0.118787 | 0.159948 | -0.018478 | -0.006147 | -0.376814 | 0.077825 | 1.086648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 0.484287 | 0.254285 | 0.484287 | 0.167034 | -0.323195 | -0.706630 | -0.455614 | -0.001004 | -0.106649 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 3.073361 | 0.105222 | 0.212828 | -0.184540 | -0.270352 | -0.614065 | -0.387687 | 0.548777 | 3.073361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.269667 | -0.004664 | 0.205605 | 0.057954 | 0.363477 | -0.584635 | -0.401218 | 2.269667 | 1.462717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Variability | 2.999760 | -0.635816 | 0.029142 | -0.548690 | -0.699997 | 2.999760 | 1.546354 | 1.242732 | 0.160285 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.285798 | 0.712497 | 0.571290 | -0.228895 | -0.049098 | -0.015211 | 0.462150 | 0.547202 | 1.285798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 0.790823 | 0.790823 | -0.384373 | -0.009056 | -0.082879 | -0.515789 | 0.042017 | 0.195153 | 0.086600 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.723693 | -0.406705 | 0.771065 | -0.075263 | 0.012761 | -0.107448 | -0.274561 | 1.723693 | 0.915303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.767169 | 0.372681 | 0.315563 | 0.019669 | 0.291019 | -0.636658 | 0.109140 | 2.011800 | 2.767169 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.176571 | 0.169626 | 0.050826 | 0.074826 | 0.048121 | -0.277376 | -0.510573 | 0.057188 | 0.176571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.091525 | 0.042512 | -0.357070 | -0.753349 | -0.780198 | 0.144971 | 0.091347 | 0.040984 | 1.091525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.942409 | -0.669609 | -1.174368 | -0.715806 | -1.508877 | -0.461536 | -1.052548 | 0.942409 | 0.027856 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.345857 | 0.263440 | -0.476518 | -0.000509 | 0.135368 | -0.261160 | -0.315543 | -0.003594 | 0.345857 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.986648 | 0.320351 | -0.364323 | 0.086129 | 0.332800 | -0.276866 | -0.299355 | 1.873171 | 2.986648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Variability | 0.526814 | 0.070714 | 0.070714 | 0.026519 | 0.026519 | 0.526814 | 0.526814 | 0.051858 | 0.051858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.667460 | -0.517351 | 0.547691 | 0.315080 | 0.273043 | 0.228382 | -0.039013 | 1.667460 | 1.579588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Variability | 0.754314 | -0.467249 | 0.268587 | 0.255313 | -0.017453 | 0.754314 | 0.455556 | 0.422233 | 0.005114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.466462 | 0.250201 | -0.257812 | -0.066929 | -0.141861 | -0.079736 | 0.280599 | 0.850604 | 1.466462 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Discontinuties | 0.374887 | 0.357859 | -0.322446 | 0.168848 | 0.108227 | -0.700522 | 0.120600 | 0.374887 | 0.257158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Variability | 13.619786 | 4.189992 | 1.221994 | -0.256521 | -0.020135 | 13.619786 | 5.318389 | -0.218816 | -0.163786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Discontinuties | 1.241210 | 0.122853 | 0.218232 | -0.066972 | 0.196505 | 0.337315 | 0.310600 | 1.241210 | 1.039133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | 1.409113 | 1.409113 | 0.192999 | 0.008345 | -0.493757 | -0.494886 | -0.713984 | 0.980218 | 1.309965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | 6.791527 | 0.558994 | 6.791527 | -0.285790 | 1.223028 | -0.670209 | -0.634988 | 0.033869 | 0.710388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Shape | 5.780286 | 0.863172 | 5.780286 | -0.614021 | -0.409045 | 0.815907 | -0.251497 | -0.078816 | -0.006085 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 0.635075 | 0.635075 | -0.433160 | 0.015853 | 0.197468 | -0.556205 | 0.160376 | 0.321109 | 0.548954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Variability | 0.700311 | 0.661619 | 0.024956 | -0.714768 | 0.507385 | 0.456929 | 0.700311 | -1.180154 | -0.425834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.587530 | -0.358278 | 0.237408 | 0.401237 | 0.015518 | -0.209668 | -0.528354 | 1.587530 | 0.817868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.563835 | 0.185406 | -0.439355 | -0.035829 | 0.488021 | -0.816682 | 0.089040 | 1.229115 | 2.563835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 2.780759 | 0.068436 | 0.682455 | 0.116710 | -0.571523 | 1.051413 | -0.625710 | 2.780759 | 0.996423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.187403 | -0.238558 | 0.621998 | 0.364532 | -0.065755 | 0.539116 | -0.970650 | 1.187403 | 0.047473 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.965221 | 0.448056 | -0.461395 | 0.012336 | 0.262666 | 0.450436 | 0.691970 | 0.666445 | 0.965221 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.230329 | -0.114615 | 0.052856 | 0.737493 | -0.304817 | 0.868768 | -0.066869 | 1.230329 | 0.231343 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.738096 | 0.210146 | 0.991247 | 0.528402 | -0.482698 | -0.065192 | -0.649870 | 1.738096 | 0.935954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Variability | 4.193943 | 1.538368 | 0.225819 | -0.213349 | -0.063772 | 4.193943 | -0.322085 | 3.022861 | 3.366201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Variability | 1.482388 | 0.142931 | -0.254281 | -0.723976 | -0.522666 | 1.482388 | 0.809347 | -0.099489 | -0.379956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 0.670200 | -0.359431 | -0.631367 | -0.217544 | 0.509666 | -0.472475 | -0.178556 | -0.423592 | 0.670200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 11.907223 | -0.013730 | -0.175050 | 0.916385 | 0.286168 | 0.381340 | -0.290732 | 11.907223 | 5.058021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Variability | 0.989613 | 0.447693 | -0.363106 | 0.032342 | -0.260551 | 0.028622 | 0.989613 | 0.384637 | 0.925434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 5.897933 | 0.063599 | -0.108376 | 0.144201 | -0.332564 | -0.358505 | -0.017830 | 5.897933 | 1.975658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 15.677505 | 1.356223 | 0.360763 | -0.806964 | -0.760178 | 1.545142 | -0.789065 | 15.677505 | 4.405592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 1.045847 | -0.190633 | -0.088834 | 0.047460 | -0.861066 | 0.252826 | -0.913241 | 1.045847 | 0.097187 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 3.100664 | -0.055086 | 0.136621 | -0.522803 | 0.558005 | -0.790797 | 0.617845 | 0.903593 | 3.100664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 36.925502 | 6.450208 | 0.175750 | 1.625179 | -0.794814 | 7.166414 | -0.769544 | 36.925502 | 2.633739 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 7.665448 | 0.358742 | 0.689838 | -0.804604 | -0.080815 | -0.973824 | -0.691004 | 2.958385 | 7.665448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 7.178628 | 0.962984 | 0.320284 | 0.715228 | -0.440918 | 0.083722 | -1.021859 | 7.178628 | 1.916696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 7.846367 | 0.202888 | 0.188195 | 0.671364 | -0.522759 | 0.045094 | -0.868899 | 7.846367 | 3.638013 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | ee Temporal Discontinuties | 12.928318 | 0.151708 | 0.413903 | -0.427229 | 0.794461 | -0.961015 | 0.349302 | 5.333709 | 12.928318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Temporal Discontinuties | 3.197599 | 1.697221 | 0.486633 | -1.458597 | -1.343002 | -0.160993 | -0.059178 | 3.197599 | 1.721006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 1.056650 | 0.584939 | 1.056650 | -1.306406 | -1.387168 | 0.084777 | -0.439669 | -0.382643 | -0.538896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 1.512015 | 1.512015 | 0.244415 | -1.823899 | -1.892379 | -0.311878 | 0.248056 | -0.293066 | -0.785117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 1.595246 | 0.535450 | 1.595246 | -1.448303 | -1.540173 | 0.054387 | -0.118773 | -0.411304 | -0.387537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1 | digital_ok | nn Shape | 1.510703 | 0.644619 | 1.510703 | -0.817191 | -1.136898 | -0.090609 | 0.041255 | -0.220509 | -0.536907 |